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Label-free chemical imaging flow cytometry by high-speed multicolor stimulated Raman scattering

Combining the strength of flow cytometry with fluorescence imaging and digital image analysis, imaging flow cytometry is a powerful tool in diverse fields including cancer biology, immunology, drug discovery, microbiology, and metabolic engineering. It enables measurements and statistical analyses o...

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Detalles Bibliográficos
Autores principales: Suzuki, Yuta, Kobayashi, Koya, Wakisaka, Yoshifumi, Deng, Dinghuan, Tanaka, Shunji, Huang, Chun-Jung, Lei, Cheng, Sun, Chia-Wei, Liu, Hanqin, Fujiwaki, Yasuhiro, Lee, Sangwook, Isozaki, Akihiro, Kasai, Yusuke, Hayakawa, Takeshi, Sakuma, Shinya, Arai, Fumihito, Koizumi, Kenichi, Tezuka, Hiroshi, Inaba, Mary, Hiraki, Kei, Ito, Takuro, Hase, Misa, Matsusaka, Satoshi, Shiba, Kiyotaka, Suga, Kanako, Nishikawa, Masako, Jona, Masahiro, Yatomi, Yutaka, Yalikun, Yaxiaer, Tanaka, Yo, Sugimura, Takeaki, Nitta, Nao, Goda, Keisuke, Ozeki, Yasuyuki
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6690022/
https://www.ncbi.nlm.nih.gov/pubmed/31324741
http://dx.doi.org/10.1073/pnas.1902322116
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author Suzuki, Yuta
Kobayashi, Koya
Wakisaka, Yoshifumi
Deng, Dinghuan
Tanaka, Shunji
Huang, Chun-Jung
Lei, Cheng
Sun, Chia-Wei
Liu, Hanqin
Fujiwaki, Yasuhiro
Lee, Sangwook
Isozaki, Akihiro
Kasai, Yusuke
Hayakawa, Takeshi
Sakuma, Shinya
Arai, Fumihito
Koizumi, Kenichi
Tezuka, Hiroshi
Inaba, Mary
Hiraki, Kei
Ito, Takuro
Hase, Misa
Matsusaka, Satoshi
Shiba, Kiyotaka
Suga, Kanako
Nishikawa, Masako
Jona, Masahiro
Yatomi, Yutaka
Yalikun, Yaxiaer
Tanaka, Yo
Sugimura, Takeaki
Nitta, Nao
Goda, Keisuke
Ozeki, Yasuyuki
author_facet Suzuki, Yuta
Kobayashi, Koya
Wakisaka, Yoshifumi
Deng, Dinghuan
Tanaka, Shunji
Huang, Chun-Jung
Lei, Cheng
Sun, Chia-Wei
Liu, Hanqin
Fujiwaki, Yasuhiro
Lee, Sangwook
Isozaki, Akihiro
Kasai, Yusuke
Hayakawa, Takeshi
Sakuma, Shinya
Arai, Fumihito
Koizumi, Kenichi
Tezuka, Hiroshi
Inaba, Mary
Hiraki, Kei
Ito, Takuro
Hase, Misa
Matsusaka, Satoshi
Shiba, Kiyotaka
Suga, Kanako
Nishikawa, Masako
Jona, Masahiro
Yatomi, Yutaka
Yalikun, Yaxiaer
Tanaka, Yo
Sugimura, Takeaki
Nitta, Nao
Goda, Keisuke
Ozeki, Yasuyuki
author_sort Suzuki, Yuta
collection PubMed
description Combining the strength of flow cytometry with fluorescence imaging and digital image analysis, imaging flow cytometry is a powerful tool in diverse fields including cancer biology, immunology, drug discovery, microbiology, and metabolic engineering. It enables measurements and statistical analyses of chemical, structural, and morphological phenotypes of numerous living cells to provide systematic insights into biological processes. However, its utility is constrained by its requirement of fluorescent labeling for phenotyping. Here we present label-free chemical imaging flow cytometry to overcome the issue. It builds on a pulse pair-resolved wavelength-switchable Stokes laser for the fastest-to-date multicolor stimulated Raman scattering (SRS) microscopy of fast-flowing cells on a 3D acoustic focusing microfluidic chip, enabling an unprecedented throughput of up to ∼140 cells/s. To show its broad utility, we use the SRS imaging flow cytometry with the aid of deep learning to study the metabolic heterogeneity of microalgal cells and perform marker-free cancer detection in blood.
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spelling pubmed-66900222019-08-14 Label-free chemical imaging flow cytometry by high-speed multicolor stimulated Raman scattering Suzuki, Yuta Kobayashi, Koya Wakisaka, Yoshifumi Deng, Dinghuan Tanaka, Shunji Huang, Chun-Jung Lei, Cheng Sun, Chia-Wei Liu, Hanqin Fujiwaki, Yasuhiro Lee, Sangwook Isozaki, Akihiro Kasai, Yusuke Hayakawa, Takeshi Sakuma, Shinya Arai, Fumihito Koizumi, Kenichi Tezuka, Hiroshi Inaba, Mary Hiraki, Kei Ito, Takuro Hase, Misa Matsusaka, Satoshi Shiba, Kiyotaka Suga, Kanako Nishikawa, Masako Jona, Masahiro Yatomi, Yutaka Yalikun, Yaxiaer Tanaka, Yo Sugimura, Takeaki Nitta, Nao Goda, Keisuke Ozeki, Yasuyuki Proc Natl Acad Sci U S A PNAS Plus Combining the strength of flow cytometry with fluorescence imaging and digital image analysis, imaging flow cytometry is a powerful tool in diverse fields including cancer biology, immunology, drug discovery, microbiology, and metabolic engineering. It enables measurements and statistical analyses of chemical, structural, and morphological phenotypes of numerous living cells to provide systematic insights into biological processes. However, its utility is constrained by its requirement of fluorescent labeling for phenotyping. Here we present label-free chemical imaging flow cytometry to overcome the issue. It builds on a pulse pair-resolved wavelength-switchable Stokes laser for the fastest-to-date multicolor stimulated Raman scattering (SRS) microscopy of fast-flowing cells on a 3D acoustic focusing microfluidic chip, enabling an unprecedented throughput of up to ∼140 cells/s. To show its broad utility, we use the SRS imaging flow cytometry with the aid of deep learning to study the metabolic heterogeneity of microalgal cells and perform marker-free cancer detection in blood. National Academy of Sciences 2019-08-06 2019-07-19 /pmc/articles/PMC6690022/ /pubmed/31324741 http://dx.doi.org/10.1073/pnas.1902322116 Text en Copyright © 2019 the Author(s). Published by PNAS. https://creativecommons.org/licenses/by-nc-nd/4.0/ https://creativecommons.org/licenses/by-nc-nd/4.0/This open access article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND) (https://creativecommons.org/licenses/by-nc-nd/4.0/) .
spellingShingle PNAS Plus
Suzuki, Yuta
Kobayashi, Koya
Wakisaka, Yoshifumi
Deng, Dinghuan
Tanaka, Shunji
Huang, Chun-Jung
Lei, Cheng
Sun, Chia-Wei
Liu, Hanqin
Fujiwaki, Yasuhiro
Lee, Sangwook
Isozaki, Akihiro
Kasai, Yusuke
Hayakawa, Takeshi
Sakuma, Shinya
Arai, Fumihito
Koizumi, Kenichi
Tezuka, Hiroshi
Inaba, Mary
Hiraki, Kei
Ito, Takuro
Hase, Misa
Matsusaka, Satoshi
Shiba, Kiyotaka
Suga, Kanako
Nishikawa, Masako
Jona, Masahiro
Yatomi, Yutaka
Yalikun, Yaxiaer
Tanaka, Yo
Sugimura, Takeaki
Nitta, Nao
Goda, Keisuke
Ozeki, Yasuyuki
Label-free chemical imaging flow cytometry by high-speed multicolor stimulated Raman scattering
title Label-free chemical imaging flow cytometry by high-speed multicolor stimulated Raman scattering
title_full Label-free chemical imaging flow cytometry by high-speed multicolor stimulated Raman scattering
title_fullStr Label-free chemical imaging flow cytometry by high-speed multicolor stimulated Raman scattering
title_full_unstemmed Label-free chemical imaging flow cytometry by high-speed multicolor stimulated Raman scattering
title_short Label-free chemical imaging flow cytometry by high-speed multicolor stimulated Raman scattering
title_sort label-free chemical imaging flow cytometry by high-speed multicolor stimulated raman scattering
topic PNAS Plus
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6690022/
https://www.ncbi.nlm.nih.gov/pubmed/31324741
http://dx.doi.org/10.1073/pnas.1902322116
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